Jetblue Airways Corp. Long Island City , NY 11101
Posted 2 months ago
Position Title: Engineer Artificial Intelligence and Machine Learning (LSC, OSC, SSC)
Position Summary
The Artificial Intelligence and Machine Learning Engineer develops new Artificial Intelligence and Machine Learning techniques to help solve JetBlue's most complex commercial, operational and deployment challenges. The Artificial Intelligence and Machine Learning Engineer will be responsible for maintaining production-grade Machine Learning pipelines, developing new architectures and promoting modeling approaches that deliver the best results with optimum deployment efficiencies. The Artificial Intelligence and Machine Learning Engineer reports to the General Manager, IT Data Science & Analytics.
Essential Responsibilities
Collaborate with teams across the business and Data Science team to translate their needs or challenges into production-grade Artificial Intelligence and Machine Learning deployment architectures for batch, real-time streaming and edge deployments
Support the development of data products through modules, pipelines and deployment standards
50% of the time is dedicated to assisting Data Scientists with production-grade pipelines, 20% of the time dedicated to R&D, and 30% of the time is dedicated to iterating internal AutoML + AutoDeploy libraries including BlueML
Work closely with Data team leadership to reduce time-to-market for new Data Science products and maximize model metrics
Effectively communicate architectures, experiments, models and analytics outputs with partners[LC1] [LC2] [SPR3]
Other duties as assigned
Minimum Experience and Qualifications[VV4] [SPR5]
Bachelor's Degree in Computer Science or a quantitative discipline; OR demonstrated capability to perform job responsibilities with the combination of a High School Diploma/GED and at least four (4) years of previous relevant work experience
Three (3) years of relevant industry experience
Proficiency in Python, SQL, git and common Data Science, Artificial Intelligence and Machine Learning libraries
Experience building Artificial Intelligence and Machine Learning models including efficient deployment architectures based on industry best-practices with contributions to and peer reviews of JetBlue internal Machine Learning libraries and products
Able to write production-grade code and be familiar with software engineering best practices, including testing, version control and Continuous Integration/Continuous Deployment (CI/CD) frameworks by working closely with internal DevOps teams
Ability to communicate their findings to both technical and non-technical audience
Ability to successfully complete technical interviews in areas of deployment frameworks, Artificial Intelligence, statistics, Machine Learning, SQL, Python, PySpark, optimization and Machine Learning Operations
Available for occasional overnight travel (10%)
Must pass a pre-employment drug test
Must be legally eligible to work in the country in which the position is located
Authorization to work in the US is required.
Preferred Experience and Qualifications
Advanced degree in Computer Science or a quantitative discipline
Five (5) years of relevant industry experience
Experience developing new Artificial Intelligence and Machine Learning frameworks in: Forecasting, Recommendation Systems, A/B Testing, Logistics Optimization, Churn Analysis, Segmentation Analysis, and Deep Learning
Experience using Databricks, PyTorch, TensorFlow, Keras, Docker, Kubernetes, PySpark / Spark, Snowflake, dbt, Azure Cloud
Crewmember Expectations:
Regular attendance and punctuality
Potential need to work flexible hours and be available to respond on short-notice
Able to maintain a professional appearance
When working or traveling on JetBlue flights, and if time permits, all capable crewmembers are asked to assist with light cleaning of the aircraft
Must be an appropriate organizational fit for the JetBlue culture, that is, exhibit the JetBlue values of Safety, Caring, Integrity, Passion and Fun
Promote JetBlue's #1 value of safety as a Safety Ambassador, supporting JetBlue's Safety Management System (SMS) components, Safety Policy and behavioral standards
Identify safety and/or security concerns, issues, incidents or hazards that should be reported and report them whenever possible and by any means necessary including JetBlue's confidential reporting systems (Aviation Safety Action Program (ASAP) or Safety Action Report (SAR))
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JetBlue Airways is an Affirmative Action and Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, age, national origin, or protected veteran status and will not be discriminated against on the basis of disability.
Jetblue Airways Corp.